Does it support real-time monitoring?

Yes, it utilizes Kafka for high-performance, non-blocking action logging with less than 5ms publish latency to ensure your agent workflows remain fast.

Can I track the quality of agent outputs?

Absolutely; the skill includes execution lifecycle tracking that allows for recording quality scores from 0.0 to 1.0 along with success milestones for trend analysis.

What is the main benefit of this skill for AI agents?

It provides a standardized way to log every decision, tool call, and performance metric, making it significantly easier to debug and optimize autonomous agents.

How does trace correlation work?

It uses a unified Correlation ID to link events across different storage layers like PostgreSQL and Kafka, providing a single consolidated view of an execution's lifecycle.

OmniClaude Agent Observability

Name: OmniClaude Agent Observability
Author: OmniNode-ai

byOmniNode-ai

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分析与监控

Provides unified monitoring and tracing for AI agents through action logging, performance tracking, and cross-system trace correlation.

This skill integrates comprehensive observability into Claude-driven workflows, enabling developers to monitor agent actions, track routing decisions, and analyze performance metrics in real-time. By consolidating action logs in Kafka and execution data in PostgreSQL, it offers a complete audit trail and debugging toolkit for complex agentic systems, allowing for end-to-end tracing via correlation IDs across different storage layers.

主要功能

01Real-time agent tracking for routing decisions and transformation events

022 GitHub stars

03Execution lifecycle management with quality score analysis

04High-performance, non-blocking Kafka publishing with graceful degradation

05End-to-end trace correlation across Kafka and PostgreSQL stores

06Unified action logging with automatic timing and context management

使用场景

01Debugging complex multi-agent workflows using cross-system correlation IDs

02Auditing tool calls and decision-making processes for compliance and safety

03Monitoring agent performance and quality scores for production intelligence

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add omninode-ai/omniclaude observability

For use in Claude.ai and ChatGPT

主要功能

01Real-time agent tracking for routing decisions and transformation events

022 GitHub stars

03Execution lifecycle management with quality score analysis

04High-performance, non-blocking Kafka publishing with graceful degradation

05End-to-end trace correlation across Kafka and PostgreSQL stores

06Unified action logging with automatic timing and context management

使用场景

01Debugging complex multi-agent workflows using cross-system correlation IDs

02Auditing tool calls and decision-making processes for compliance and safety

03Monitoring agent performance and quality scores for production intelligence

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add omninode-ai/omniclaude observability

For use in Claude.ai and ChatGPT